The importance of ethnicity: Are breast cancer polygenic risk scores ready for women who are not of White European origin?

被引:26
作者
Evans, D. Gareth [1 ,2 ,3 ,4 ,5 ,6 ]
van Veen, Elke M. [5 ,6 ]
Byers, Helen [5 ,6 ]
Roberts, Eleanor [3 ]
Howell, Anthony [1 ,2 ,3 ]
Howell, Sacha J. [1 ,2 ,3 ]
Harkness, Elaine F. [1 ,7 ]
Brentnall, Adam [8 ]
Cuzick, Jack [8 ]
Newman, William G. [4 ,5 ,6 ]
机构
[1] Manchester Univ NHS Fdn Trust, Nightingale Prevent Breast Canc Ctr, Wythenshawe Hosp, Manchester, Lancs, England
[2] Christie Hosp, Manchester Canc Res Ctr, Manchester Breast Ctr, Manchester, Lancs, England
[3] Univ Manchester, Fac Biol Med & Hlth, Div Canc Sci, Manchester Acad Hlth Sci Ctr, Manchester, Lancs, England
[4] Manchester Univ Hosp NHS Fdn Trust, Manchester Ctr Genom Med, Clin Genet Serv, Manchester, Lancs, England
[5] Manchester Univ Hosp NHS Fdn Trust, Manchester Ctr Genom Med, Manchester, Lancs, England
[6] Univ Manchester, Manchester Acad Hlth Sci Ctr, Sch Biol Sci, Fac Biol Med & Hlth,Div Evolut & Genom Sci, Manchester, Lancs, England
[7] Univ Manchester, Fac Biol Med & Hlth, Sch Hlth Sci, Div Informat Imaging & Data Sci, Manchester, Lancs, England
[8] Queen Mary Univ London, Ctr Canc Prevent, Wolfson Inst Prevent Med, London, England
关键词
breast cancer; ethnicity; risk;
D O I
10.1002/ijc.33782
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Polygenic risk scores (PRS) for disease risk stratification show great promise for application in general populations, but most are based on data from individuals of White European origin. We assessed two well validated PRS (SNP18, SNP143) in the Predicting-Risk-of-Cancer-At-Screening (PROCAS) study in North-West England for breast cancer prediction based on ethnicity. Overall, 9475 women without breast cancer at study entry, including 645 who subsequently developed invasive breast cancer or ductal carcinoma in situ provided DNA. All were genotyped for SNP18 and a subset of 1868 controls were genotyped for SNP143. For White Europeans both PRS discriminated well between individuals with and without cancer. For n = 395 Black (n = 112), Asian (n = 119), mixed (n = 44) or Jewish (n = 120) women without cancer both PRS overestimated breast cancer risk, being most marked for women of Black and Jewish origin (P < .001). SNP143 resulted in a potential mean 40% breast cancer risk overestimation in the combined group of non-White/non-European origin. SNP-PRS that has been normalized based on White European ethnicity for breast cancer should not be used to predict risk in women of other ethnicities. There is an urgent need to develop PRS specific for other ethnicities, in order to widen access of this technology.
引用
收藏
页码:73 / 79
页数:7
相关论文
共 13 条
[1]   A case-control evaluation of 143 single nucleotide polymorphisms for breast cancer risk stratification with classical factors and mammographic density [J].
Brentnall, Adam R. ;
van Veen, Elke M. ;
Harkness, Elaine F. ;
Rafiq, Sajjad ;
Byers, Helen ;
Astley, Susan M. ;
Sampson, Sarah ;
Howell, Anthony ;
Newman, William G. ;
Cuzick, Jack ;
Evans, Dafydd Gareth R. .
INTERNATIONAL JOURNAL OF CANCER, 2020, 146 (08) :2122-2129
[2]   Evaluating Polygenic Risk Scores for Breast Cancer in Women of African Ancestry [J].
Du, Zhaohui ;
Gao, Guimin ;
Adedokun, Babatunde ;
Ahearn, Thomas ;
Lunetta, Kathryn L. ;
Zirpoli, Gary ;
Troester, Melissa A. ;
Ruiz-Narvaez, Edward A. ;
Haddad, Stephen A. ;
PalChoudhury, Parichoy ;
Figueroa, Jonine ;
John, Esther M. ;
Bernstein, Leslie ;
Zheng, Wei ;
Hu, Jennifer J. ;
Ziegler, Regina G. ;
Nyante, Sarah ;
Bandera, Elisa, V ;
Ingles, Sue A. ;
Mancuso, Nicholas ;
Press, Michael F. ;
Deming, Sandra L. ;
Rodriguez-Gil, Jorge L. ;
Yao, Song ;
Ogundiran, Temidayo O. ;
Ojengbe, Oladosu ;
Bolla, Manjeet K. ;
Dennis, Joe ;
Dunning, Alison M. ;
Easton, Douglas F. ;
Michailidou, Kyriaki ;
Pharoah, Paul D. P. ;
Sandler, Dale P. ;
Taylor, Jack A. ;
Wang, Qin ;
Weinberg, Clarice R. ;
Kitahara, Cari M. ;
Blot, William ;
Nathanson, Katherine L. ;
Hennis, Anselm ;
Nemesure, Barbara ;
Ambs, Stefan ;
Sucheston-Campbell, Lara E. ;
Bensen, Jeannette T. ;
Chanock, Stephen J. ;
Olshan, Andrew F. ;
Ambrosone, Christine B. ;
Olopade, Olufunmilayo, I ;
Yarney, Joel ;
Awuah, Baffour .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2021, 113 (09) :1168-1176
[3]   Genome-wide association study identifies novel breast cancer susceptibility loci [J].
Easton, Douglas F. ;
Pooley, Karen A. ;
Dunning, Alison M. ;
Pharoah, Paul D. P. ;
Thompson, Deborah ;
Ballinger, Dennis G. ;
Struewing, Jeffery P. ;
Morrison, Jonathan ;
Field, Helen ;
Luben, Robert ;
Wareham, Nicholas ;
Ahmed, Shahana ;
Healey, Catherine S. ;
Bowman, Richard ;
Meyer, Kerstin B. ;
Haiman, Christopher A. ;
Kolonel, Laurence K. ;
Henderson, Brian E. ;
Le Marchand, Loic ;
Brennan, Paul ;
Sangrajrang, Suleeporn ;
Gaborieau, Valerie ;
Odefrey, Fabrice ;
Shen, Chen-Yang ;
Wu, Pei-Ei ;
Wang, Hui-Chun ;
Eccles, Diana ;
Evans, D. Gareth ;
Peto, Julian ;
Fletcher, Olivia ;
Johnson, Nichola ;
Seal, Sheila ;
Stratton, Michael R. ;
Rahman, Nazneen ;
Chenevix-Trench, Georgia ;
Bojesen, Stig E. ;
Nordestgaard, Borge G. ;
Axelsson, Christen K. ;
Garcia-Closas, Montserrat ;
Brinton, Louise ;
Chanock, Stephen ;
Lissowska, Jolanta ;
Peplonska, Beata ;
Nevanlinna, Heli ;
Fagerholm, Rainer ;
Eerola, Hannaleena ;
Kang, Daehee ;
Yoo, Keun-Young ;
Noh, Dong-Young ;
Ahn, Sei-Hyun .
NATURE, 2007, 447 (7148) :1087-U7
[4]   The WISDOM Study: breaking the deadlock in the breast cancer screening debate [J].
Esserman, Laura J. .
NPJ BREAST CANCER, 2017, 3
[5]   The impact of a panel of 18 SNPs on breast cancer risk in women attending a UK familial screening clinic: a case-control study [J].
Evans, D. Gareth ;
Brentnall, Adam ;
Byers, Helen ;
Harkness, Elaine ;
Stavrinos, Paula ;
Howell, Anthony ;
Newman, William G. ;
Cuzick, Jack .
JOURNAL OF MEDICAL GENETICS, 2017, 54 (02) :104-110
[6]   European polygenic risk score for prediction of breast cancer shows similar performance in Asian women [J].
Ho, Weang-Kee ;
Tan, Min-Min ;
Mavaddat, Nasim ;
Tai, Mei-Chee ;
Mariapun, Shivaani ;
Li, Jingmei ;
Ho, Peh-Joo ;
Dennis, Joe ;
Tyrer, Jonathan P. ;
Bolla, Manjeet K. ;
Michailidou, Kyriaki ;
Wang, Qin ;
Kang, Daehee ;
Choi, Ji-Yeob ;
Jamaris, Suniza ;
Shu, Xiao-Ou ;
Yoon, Sook-Yee ;
Park, Sue K. ;
Kim, Sung-Won ;
Shen, Chen-Yang ;
Yu, Jyh-Cherng ;
Tan, Ern Yu ;
Chan, Patrick Mun Yew ;
Muir, Kenneth ;
Lophatananon, Artitaya ;
Wu, Anna H. ;
Stram, Daniel O. ;
Matsuo, Keitaro ;
Ito, Hidemi ;
Chan, Ching Wan ;
Ngeow, Joanne ;
Yong, Wei Sean ;
Lim, Swee Ho ;
Lim, Geok Hoon ;
Kwong, Ava ;
Chan, Tsun L. ;
Tan, Su Ming ;
Seah, Jaime ;
John, Esther M. ;
Kurian, Allison W. ;
Koh, Woon-Puay ;
Khor, Chiea Chuen ;
Iwasaki, Motoki ;
Yamaji, Taiki ;
Tan, Kiak Mien Veronique ;
Tan, Kiat Tee Benita ;
Spinelli, John J. ;
Aronson, Kristan J. ;
Hasan, Siti Norhidayu ;
Rahmat, Kartini .
NATURE COMMUNICATIONS, 2020, 11 (01)
[7]   Low coverage whole genome sequencing enables accurate assessment of common variants and calculation of genome-wide polygenic scores [J].
Homburger, Julian R. ;
Neben, Cynthia L. ;
Mishne, Gilad ;
Zhou, Alicia Y. ;
Kathiresan, Sekar ;
Khera, Amit V. .
GENOME MEDICINE, 2019, 11 (01)
[8]   Development and Validation of a Clinical Polygenic Risk Score to Predict Breast Cancer Risk [J].
Hughes, Elisha ;
Tshiaba, Placede ;
Gallagher, Shannon ;
Wagner, Susanne ;
Judkins, Thaddeus ;
Roa, Benjamin ;
Rosenthal, Eric ;
Domchek, Susan ;
Garber, Judy ;
Lancaster, Johnathan ;
Weitzel, Jeffrey ;
Kurian, Allison W. ;
Lanchbury, Jerry S. ;
Gutin, Alexander ;
Robson, Mark .
JCO PRECISION ONCOLOGY, 2020, 4 :585-592
[9]   Clinical use of current polygenic risk scores may exacerbate health disparities [J].
Martin, Alicia R. ;
Kanai, Masahiro ;
Kamatani, Yoichiro ;
Okada, Yukinori ;
Neale, Benjamin M. ;
Daly, Mark J. .
NATURE GENETICS, 2019, 51 (04) :584-591
[10]   Polygenic Risk Scores for Prediction of Breast Cancer and Breast Cancer Subtypes [J].
Mavaddat, Nasim ;
Michailidou, Kyriaki ;
Dennis, Joe ;
Lush, Michael ;
Fachal, Laura ;
Lee, Andrew ;
Tyrer, Jonathan P. ;
Chen, Ting-Huei ;
Wang, Qin ;
Bolla, Manjeet K. ;
Yang, Xin ;
Adank, Muriel A. ;
Ahearn, Thomas ;
Aittomaki, Kristiina ;
Allen, Jamie ;
Andrulis, Irene L. ;
Anton-Culver, Hoda ;
Antonenkova, Natalia N. ;
Arndt, Volker ;
Aronson, Kristan J. ;
Auer, Paul L. ;
Auvinen, Paivi ;
Barrdahl, Myrto ;
Freeman, Laura E. Beane ;
Beckmann, Matthias W. ;
Behrens, Sabine ;
Benitez, Javier ;
Bermisheva, Marina ;
Bernstein, Leslie ;
Blomqvist, Carl ;
Bogdanova, Natalia, V ;
Bojesen, Stig E. ;
Bonanni, Bernardo ;
Borresen-Dale, Anne-Lise ;
Brauch, Hiltrud ;
Bremer, Michael ;
Brenner, Hermann ;
Brentnall, Adam ;
Brock, Ian W. ;
Brooks-Wilson, Angela ;
Brucker, Sara Y. ;
Bruening, Thomas ;
Burwinkel, Barbara ;
Campa, Daniele ;
Carter, Brian D. ;
Castelao, Jose E. ;
Chanock, Stephen J. ;
Chlebowski, Rowan ;
Christiansen, Hans ;
Clarke, Christine L. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2019, 104 (01) :21-34